
SST Spool File:  j:\groupcon\hillthom.out
Wed Aug 11 03:46:53 1993

ACCESS FILE[J:\GROUPMIS.SAV]
CONFIG MORE[OFF] CASE[OFF]
SET partyid=v3634; if[v3634>=0 & V3634<=6]
SET state=0
SET state=1; if[v3017==14 | v3017==21 | v3017==31 | v3017==32]
SET state=1; if[v3017==34 | v3017==37 | v3017==52 | v3017==61]
SET state=1; if[v3017==71 | v3017==73]
REM *** create libcon and folded libcon scales
SET libcon=v3509; if[v3509!=4]
set libcon=4; if[v3509==4]
set libcon=3; if[v3509==4 & v3511==1]
set libcon=5; if[v3509==4 & v3511==5]
set libcon=3; if[v3512==1]
set libcon=4; if[v3512==3]
set libcon=5; if[v3512==5]
SET foldlibc=3; if[libcon==7 | libcon==1]
set foldlibc=2; if[libcon==6 | libcon==2]
set foldlibc=1; if[libcon==5 | libcon==3]
set foldlibc=0; if[libcon==4]
set foldlibc=0; if[v3512>=1 & v3512<=5]
REM *** recode variables for women's issues
SET abortion=v3732; if[v3732<6]
SET abortion=5; if[v3732==6]
SET hillthom=(v3310-v3314)/100
SET harser=v3741
RECODE VAR[V3742] MAP[5=0,1=1] TO[SUBHAR]
SET iwgender=v5042-1
REM *** establish measures for income, race, and occupation
SET v4104=14; if[v4104==66]
SET v4104=15; if[v4104==77]
set occ=1; if[v3955>=1 & v3955<=14]
set occ=1; if[v3914==80]
set occ=0; if[v3914==70 | v3914==75]
set marry=1; if[v3904==1 | v3904==5]
set marry=0; if[v3904>=2 & v3904<=4]
set marry=0; if[v3904==7]
set black=0
set black=1; if[v4202==2]
set bornagan=0
set bornagan=1; if[v3847==1]
REM *** CREATE VARIABLES FOR GENERAL POLITICAL INFORMATION
SET PARLIBC=1; IF[v5915==5]
set PARLIBC=0; IF[V5915==1 | V5915==8]
SET PARLIBC=0; IF[V5914>=5 & V5914<=8]
RECODE VAR[V5916] MAP[1=1,(5,8)=0] TO[QUAYLE]
RECODE VAR[V5917] MAP[1=1,(5,8)=0] TO[REHNQU]
RECODE VAR[V5918] MAP[1=1,(5,8)=0] TO[YELTSIN]
RECODE VAR[V5919] MAP[1=1,(5,8)=0] TO[FOLEY]
RECODE VAR[V5920] MAP[(1,2,8)=0,3=1] TO[LAWCONST]
RECODE VAR[V5921] MAP[1=1,(2,3,5,8)=0] TO[NOMJUDGE]
RECODE VAR[V5951] MAP[(1,8)=0,5=1] TO[HOUSECON]
RECODE VAR[V5952] MAP[(1,8)=0,5=1] TO[SENATCON]
set asklibc=0
set asklibc=1; if[parlibc==0 | parlibc==1]
set askquay=0
set askquay=1; if[quayle==0 | quayle==1]
set askrehn=0
set askrehn=1; if[rehnqu==0 | rehnqu==1]
set askyelt=0
set askyelt=1; if[yeltsin==0 | yeltsin==1]
set askfol=0
set askfol=1; if[foley==0 | foley==1]
set asklaw=0
set asklaw=1; if[lawconst==0 | lawconst==1]
set askjudge=0
set askjudge=1; if[nomjudge==0 | nomjudge==1]
set askhouse=0
set askhouse=1; if[housecon==0 | housecon==1]
set asksenat=0
set asksenat=1; if[senatcon==0 | senatcon==1]
set numerat=parlibc+quayle+rehnqu+yeltsin+foley+lawconst+nomjudge+ \
  housecon+senatcon
set denom=asklibc+askquay+askrehn+askyelt+askfol+asklaw+askjudge+ \
  askhouse+asksenat
set objinfo=numerat/denom; if[denom!=0]
set rgeninf=(6-v4205)/5
set totalinf=(objinfo+rgeninf)/2
REM *** set variables which serve for disgust with government
set v3526=0; if[v3526==5]
recode var[v5950] map[4=3,5=4] to[apprcon]
set v3747=0; if[v3747==5]
REM *** recode efficacy variables so that high is positive
SET v6105=6-v6105
SET v6106=6-v6106
SET v6107=6-v6107
SET v6108=6-v6108
SET v6120=8-v6120
SET v6122=6-v6122
SET v6123=6-v6123
SET v6124=6-v6124
SET v6125=6-v6125
REM *** create factor scores for efficacy
define st(x) = (x-mean(x))/stddev(x)
set inteff=.04863*st(v6102) + .03574*st(v6103)+ .11689*st(v6104)+ \
 .14974*st(v6105) + .34958*st(v6106) + .27611*st(v6107) + \
 .27224*st(v6108) - .01404*st(v6120) - .01025*st(v6122) + \
 .00146*st(v6123) + .00763*st(v6124) + .00570*st(v6125)
set exteff=.19904*st(v6102) + .34336*st(v6103)+ .11484*st(v6104)+ \
 .02670*st(v6105) + .02730*st(v6106) - .10328*st(v6107) + \
 .01799*st(v6108) + .14189*st(v6120) + .13250*st(v6122) + \
 .14866*st(v6123) + .15842*st(v6124) + .17901*st(v6125)
REM *** establish measures for women's group consciousness
SET identw=0; if[v6213==5]
SET identw=1; if[v6218==22]
SET identw=.5; if[v6213==1 & V6218!=22]
SET identf=0; if[v6207==5]
SET identf=1; if[v6218==16]
SET identf=.5; if[v6207==1 & v6218!=16]
set identify=0; if[identw==0 | identf==0]
SET identify=1; if[identw==.5 | identf==.5]
set identify=2; if[identw==1 | identf==1]
rem *** measure for polar affect
SET wompride=5-v6005
SET womanger=5-v6006
SET polaffct=(wompride+womanger-1)/7
rem *** measure for polar power/power discontent
set poweremp=4-v6007
set powernor=V6008
set polpower=poweremp*powernor
recode var[polpower] map[6=5,9=6]
set polpower=polpower/6
rem *** measure for legitimacy
SET sexlegit=(8-v3801)/7
rem *** measures for collective orientation
SET colwork=0
SET colwork=1; if[v6218==22 & v6219==1]
SET colwork=1; if[v6213==1 & v6220==1]
set colwork=1; if[v6218==16 & v6219==1]
set colwork=1; if[v6207==1 & v6220==1]
Warning: no valid observations
SET collwork=(colwork+v6004)/3
set collact=(v5324/100+collwork)/2
rem *** measure for system blame
set sysblame=(collact+sexlegit)/2
rem *** interactive measures
SET idpp=identify*polpower
SET idpa=identify*polaffct
set idlg=identify*sexlegit
set idca=identify*collact
SET idsb=identify*sysblame
set pplg=polpower*sexlegit
set ppca=polpower*collact
SET ppsb=polpower*sysblame
set idpplg=identify*polpower*sexlegit
set idppca=identify*polpower*collact
SET idppsb=identify*polpower*sysblame
SET int=1
set age=log(v3903)
set income=v4104/24
set libcon=libcon/7
set abortion=abortion/5
set educ=v3908/7
set bushthm=v3305/100
*** simultaneous equations with hill and thomas
SYSREG model[identify=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int identify state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: identify

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.59212               0.27944               2.11892     
 hillthom           0.15602               0.20781               0.75081     
    state           5.52014e-002          5.00431e-002          1.10308     
   SUBHAR           0.17513               5.78716e-002          3.02617     
      occ           3.53056e-002          6.49790e-002          0.54334     
     educ           0.31147               0.11147               2.79419     
    black           0.11303               7.57388e-002          1.49242     
   libcon          -0.35307               0.16709              -2.11311     
 abortion           0.12556               0.13986               0.89774     
    marry          -0.11630               5.51068e-002         -2.11042     
      age           7.48918e-003          6.72899e-002          0.11130     
 bornagan          -4.80596e-002          5.43376e-002         -0.88446     

R-squared                                0.13158     
Corrected R-squared                      0.11799     
Sum of Squared Residuals                 2.72763e+002
Standard Error of the Regression         0.62290     
Mean of Dependent Variable               0.73846     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.25736               0.13154               1.95643     
 identify           9.33767e-002          0.14411               0.64796     
    state           1.86285e-002          2.94460e-002          0.63263     
   SUBHAR           0.10568               4.26337e-002          2.47879     
    black          -0.19311               4.28791e-002         -4.50366     
    V3305          -4.72863e-003          5.62260e-004         -8.41005     
 abortion           0.25207               7.83932e-002          3.21546     
   libcon          -0.25959               0.10305              -2.51906     

R-squared                                0.28531     
Corrected R-squared                      0.27823     
Sum of Squared Residuals                90.10949     
Standard Error of the Regression         0.35701     
Mean of Dependent Variable               0.11692     



Number of observations                 715
System R-squared                         0.17562     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.38149          -1.73596e-002
   [  2]     -1.73596e-002      0.12603     

del mat[sigmaout]
SYSREG model[polaffct=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int polaffct state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: polaffct

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.52224               7.43534e-002          7.02372     
 hillthom           0.11977               6.19560e-002          1.93322     
    state          -1.38267e-002          1.48621e-002         -0.93034     
   SUBHAR           6.61318e-002          1.71644e-002          3.85285     
      occ          -1.68915e-002          1.42877e-002         -1.18225     
     educ           1.60525e-002          2.31979e-002          0.69198     
    black           9.45118e-002          2.21076e-002          4.27509     
   libcon          -8.65858e-002          5.07574e-002         -1.70588     
 abortion           3.07462e-003          4.00423e-002          7.67842e-002
    marry          -1.81046e-002          1.28205e-002         -1.41216     
      age           4.74838e-002          1.93217e-002          2.45754     
 bornagan          -1.83652e-002          1.20267e-002         -1.52704     

R-squared                                0.13211     
Corrected R-squared                      0.11925     
Sum of Squared Residuals                27.39271     
Standard Error of the Regression         0.19214     
Mean of Dependent Variable               0.68246     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -0.70901               0.47697              -1.48648     
 polaffct           1.49662               0.65324               2.29106     
    state           3.62977e-002          3.37677e-002          1.07492     
   SUBHAR           8.14154e-003          5.97085e-002          0.13635     
    black          -0.27207               6.57936e-002         -4.13516     
    V3305          -3.83683e-003          7.71583e-004         -4.97267     
 abortion           0.17765               8.47540e-002          2.09607     
   libcon          -0.13942               0.12081              -1.15399     

R-squared                               -3.48634e-002
Corrected R-squared                     -4.45739e-002
Sum of Squared Residuals                 1.37327e+002
Standard Error of the Regression         0.42905     
Mean of Dependent Variable               0.12683     



Number of observations                 754
System R-squared                        -2.77916e-003
matrix sigmaout
                [  1]             [  2]     
   [  1]      3.63299e-002     -5.91664e-002
   [  2]     -5.91664e-002      0.18213     

del mat[sigmaout]
SYSREG model[polpower=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int polpower state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: polpower

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.79687               4.97543e-002         16.01614     
 hillthom           0.12433               3.91840e-002          3.17291     
    state          -6.08331e-003          9.20394e-003         -0.66095     
   SUBHAR           5.53627e-003          1.06471e-002          0.51998     
      occ          -1.44886e-003          1.13939e-002         -0.12716     
     educ           4.87084e-002          2.00700e-002          2.42692     
    black           2.72830e-003          1.41399e-002          0.19295     
   libcon           2.20223e-002          3.22866e-002          0.68209     
 abortion           3.95141e-002          2.50855e-002          1.57518     
    marry          -4.74803e-003          9.71608e-003         -0.48868     
      age          -2.23533e-002          1.21750e-002         -1.83599     
 bornagan          -1.40353e-002          9.75839e-003         -1.43829     

R-squared                                3.71543e-002
Corrected R-squared                      2.28418e-002
Sum of Squared Residuals                10.36012     
Standard Error of the Regression         0.11832     
Mean of Dependent Variable               0.78679     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.36442               0.64608               0.56404     
 polpower           2.15462e-002          0.83176               2.59044e-002
    state           2.04690e-002          2.82117e-002          0.72555     
   SUBHAR           0.11855               3.47891e-002          3.40758     
    black          -0.17687               4.38623e-002         -4.03245     
    V3305          -4.67810e-003          7.07028e-004         -6.61658     
 abortion           0.22910               9.84045e-002          2.32819     
   libcon          -0.33794               8.00789e-002         -4.22009     

R-squared                                0.25870     
Corrected R-squared                      0.25172     
Sum of Squared Residuals                96.50824     
Standard Error of the Regression         0.36016     
Mean of Dependent Variable               0.12757     



Number of observations                 752
System R-squared                         0.24178     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.37768e-002     -1.20994e-002
   [  2]     -1.20994e-002      0.12834     

del mat[sigmaout]
SYSREG model[sexlegit=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int sexlegit state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: sexlegit

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.88535               8.52180e-002         10.38928     
 hillthom           0.10721               6.08960e-002          1.76061     
    state           2.11030e-003          1.52991e-002          0.13794     
   SUBHAR           2.89499e-002          1.72213e-002          1.68105     
      occ           4.01776e-002          1.99691e-002          2.01199     
     educ           5.33004e-002          3.35575e-002          1.58833     
    black          -1.30069e-002          2.32686e-002         -0.55899     
   libcon          -0.10945               5.22178e-002         -2.09599     
 abortion           0.16464               4.16599e-002          3.95194     
    marry          -3.24179e-002          1.65656e-002         -1.95694     
      age          -3.50910e-002          2.06559e-002         -1.69884     
 bornagan          -6.22182e-002          1.66357e-002         -3.74004     

R-squared                                0.19568     
Corrected R-squared                      0.18455     
Sum of Squared Residuals                33.15884     
Standard Error of the Regression         0.20423     
Mean of Dependent Variable               0.84298     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.26463               0.24243               1.09155     
 sexlegit           0.18344               0.28771               0.63758     
    state           2.29837e-003          2.66901e-002          8.61129e-002
   SUBHAR           0.10106               2.96472e-002          3.40887     
    black          -0.17401               3.94197e-002         -4.41437     
    V3305          -4.97824e-003          5.39549e-004         -9.22667     
 abortion           0.17354               9.53548e-002          1.81990     
   libcon          -0.29062               9.04429e-002         -3.21328     

R-squared                                0.27654     
Corrected R-squared                      0.27020     
Sum of Squared Residuals                 1.01108e+002
Standard Error of the Regression         0.35573     
Mean of Dependent Variable               0.13071     



Number of observations                 807
System R-squared                         0.25812     
matrix sigmaout
                [  1]             [  2]     
   [  1]      4.10890e-002     -1.31482e-002
   [  2]     -1.31482e-002      0.12529     

del mat[sigmaout]
SYSREG model[collact=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int collact state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: collact

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.49592               5.78808e-002          8.56788     
 hillthom           8.73529e-002          4.59683e-002          1.90028     
    state           1.80037e-003          1.11090e-002          0.16206     
   SUBHAR           2.79087e-002          1.27356e-002          2.19138     
      occ          -3.39551e-003          1.30994e-002         -0.25921     
     educ           1.28310e-002          2.25837e-002          0.56815     
    black           0.13266               1.71351e-002          7.74217     
   libcon          -0.14458               3.79250e-002         -3.81234     
 abortion           6.29752e-002          3.05458e-002          2.06166     
    marry          -3.62639e-002          1.17588e-002         -3.08397     
      age           3.73679e-002          1.41097e-002          2.64838     
 bornagan          -3.01767e-002          1.15091e-002         -2.62198     

R-squared                                0.28819     
Corrected R-squared                      0.27745     
Sum of Squared Residuals                14.64282     
Standard Error of the Regression         0.14173     
Mean of Dependent Variable               0.60240     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -0.40015               0.33570              -1.19200     
  collact           1.19026               0.51631               2.30531     
    state           2.44617e-002          2.78128e-002          0.87951     
   SUBHAR           7.66739e-002          3.29134e-002          2.32956     
    black          -0.32676               7.21725e-002         -4.52745     
    V3305          -4.23478e-003          5.96821e-004         -7.09557     
 abortion           0.11920               8.69036e-002          1.37160     
   libcon          -9.55842e-002          0.12137              -0.78756     

R-squared                                0.28857     
Corrected R-squared                      0.28177     
Sum of Squared Residuals                92.75476     
Standard Error of the Regression         0.35573     
Mean of Dependent Variable               0.12177     



Number of observations                 741
System R-squared                         0.28852     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.97609e-002     -2.10706e-002
   [  2]     -2.10706e-002      0.12518     

del mat[sigmaout]
SYSREG model[sysblame=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int sysblame state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: sysblame

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.68459               5.44607e-002         12.57037     
 hillthom           0.11726               4.21202e-002          2.78405     
    state           1.57422e-003          1.03565e-002          0.15200     
   SUBHAR           2.74445e-002          1.19219e-002          2.30202     
      occ           1.67440e-002          1.27108e-002          1.31730     
     educ           4.22363e-002          2.17890e-002          1.93842     
    black           7.29675e-002          1.60330e-002          4.55109     
   libcon          -0.11513               3.51812e-002         -3.27250     
 abortion           0.10482               2.80565e-002          3.73607     
    marry          -3.34932e-002          1.09762e-002         -3.05145     
      age           4.39860e-004          1.31073e-002          3.35583e-002
 bornagan          -4.33447e-002          1.10408e-002         -3.92587     

R-squared                                0.32562     
Corrected R-squared                      0.31517     
Sum of Squared Residuals                12.08790     
Standard Error of the Regression         0.13048     
Mean of Dependent Variable               0.72497     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -0.16569               0.31606              -0.52424     
 sysblame           0.76613               0.42442               1.80513     
    state           2.06521e-002          2.76613e-002          0.74661     
   SUBHAR           8.99193e-002          3.34055e-002          2.69175     
    black          -0.23340               4.51912e-002         -5.16482     
    V3305          -4.48081e-003          5.91274e-004         -7.57823     
 abortion           8.21299e-002          9.81994e-002          0.83636     
   libcon          -0.18199               0.10713              -1.69881     

R-squared                                0.31294     
Corrected R-squared                      0.30621     
Sum of Squared Residuals                87.20242     
Standard Error of the Regression         0.34947     
Mean of Dependent Variable               0.12657     



Number of observations                 722
System R-squared                         0.31451     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.67422e-002     -1.61713e-002
   [  2]     -1.61713e-002      0.12078     

del mat[sigmaout]
SYSREG model[idpa=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idpa state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idpa

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.35212               0.21703               1.62246     
 hillthom           0.27849               0.16721               1.66547     
    state           7.26278e-003          3.97064e-002          0.18291     
   SUBHAR           0.16383               4.65102e-002          3.52255     
      occ          -8.86748e-004          5.06993e-002         -1.74903e-002
     educ           0.24237               8.73343e-002          2.77525     
    black           0.12673               6.01014e-002          2.10854     
   libcon          -0.31291               0.13316              -2.34980     
 abortion           2.92603e-002          0.11088               0.26389     
    marry          -0.11685               4.33331e-002         -2.69666     
      age           4.80321e-002          5.24303e-002          0.91611     
 bornagan          -3.50835e-002          4.22658e-002         -0.83007     

R-squared                                0.17976     
Corrected R-squared                      0.16684     
Sum of Squared Residuals                 1.70039e+002
Standard Error of the Regression         0.49357     
Mean of Dependent Variable               0.54406     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.21535               0.13408               1.60611     
     idpa           0.17330               0.17146               1.01068     
    state           2.17257e-002          2.85299e-002          0.76151     
   SUBHAR           9.13882e-002          4.68051e-002          1.95253     
    black          -0.19850               4.30765e-002         -4.60812     
    V3305          -4.51917e-003          5.99856e-004         -7.53376     
 abortion           0.24177               7.47251e-002          3.23546     
   libcon          -0.22762               0.10916              -2.08523     

R-squared                                0.29136     
Corrected R-squared                      0.28429     
Sum of Squared Residuals                88.88672     
Standard Error of the Regression         0.35584     
Mean of Dependent Variable               0.11817     



Number of observations                 710
System R-squared                         0.22183     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.23949          -4.18340e-002
   [  2]     -4.18340e-002      0.12519     

del mat[sigmaout]
SYSREG model[idpp=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idpp state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idpp

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.49940               0.22600               2.20974     
 hillthom           0.24929               0.17473               1.42674     
    state           2.53417e-002          4.06940e-002          0.62274     
   SUBHAR           0.15144               4.73442e-002          3.19864     
      occ           2.03905e-002          5.27768e-002          0.38635     
     educ           0.28612               9.07133e-002          3.15414     
    black           8.72775e-002          6.28990e-002          1.38758     
   libcon          -0.23180               0.13964              -1.65995     
 abortion           0.10854               0.11287               0.96159     
    marry          -8.78557e-002          4.47359e-002         -1.96388     
      age          -1.55888e-002          5.47691e-002         -0.28463     
 bornagan          -4.77160e-002          4.38958e-002         -1.08703     

R-squared                                0.16571     
Corrected R-squared                      0.15250     
Sum of Squared Residuals                 1.76395e+002
Standard Error of the Regression         0.50379     
Mean of Dependent Variable               0.60019     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.29316               0.12308               2.38177     
     idpp           8.63803e-002          0.16314               0.52948     
    state           1.92660e-002          2.87669e-002          0.66973     
   SUBHAR           0.10750               4.42533e-002          2.42929     
    black          -0.19803               4.12507e-002         -4.80073     
    V3305          -4.55177e-003          5.80783e-004         -7.83730     
 abortion           0.23373               8.07443e-002          2.89465     
   libcon          -0.28672               9.88453e-002         -2.90072     

R-squared                                0.28291     
Corrected R-squared                      0.27573     
Sum of Squared Residuals                88.14043     
Standard Error of the Regression         0.35510     
Mean of Dependent Variable               0.11909     



Number of observations                 707
System R-squared                         0.20879     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.24950          -1.77161e-002
   [  2]     -1.77161e-002      0.12467     

del mat[sigmaout]
SYSREG model[idlg=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idlg state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idlg

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.65054               0.25871               2.51462     
 hillthom           0.24553               0.19041               1.28945     
    state           3.72172e-002          4.65525e-002          0.79947     
   SUBHAR           0.17045               5.39389e-002          3.16005     
      occ           3.10796e-002          6.09497e-002          0.50992     
     educ           0.31197               0.10316               3.02428     
    black           8.13988e-002          7.04814e-002          1.15490     
   libcon          -0.37476               0.15491              -2.41917     
 abortion           0.19404               0.12780               1.51830     
    marry          -0.10234               5.11765e-002         -1.99983     
      age          -3.55579e-002          6.23338e-002         -0.57044     
 bornagan          -8.95519e-002          5.04554e-002         -1.77487     

R-squared                                0.18866     
Corrected R-squared                      0.17561     
Sum of Squared Residuals                 2.24342e+002
Standard Error of the Regression         0.57270     
Mean of Dependent Variable               0.66092     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.28048               0.11684               2.40055     
     idlg           0.11773               0.13287               0.88606     
    state           1.10469e-002          2.91095e-002          0.37950     
   SUBHAR           0.10321               4.19307e-002          2.46143     
    black          -0.19451               4.09326e-002         -4.75187     
    V3305          -4.77191e-003          5.75869e-004         -8.28646     
 abortion           0.20285               8.52888e-002          2.37839     
   libcon          -0.24816               0.10516              -2.35979     

R-squared                                0.29614     
Corrected R-squared                      0.28897     
Sum of Squared Residuals                86.57711     
Standard Error of the Regression         0.35474     
Mean of Dependent Variable               0.12134     



Number of observations                 696
System R-squared                         0.22175     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.32233          -3.00433e-002
   [  2]     -3.00433e-002      0.12439     

del mat[sigmaout]
SYSREG model[idca=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idca state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idca

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.36413               0.20111               1.81062     
 hillthom           0.19181               0.15137               1.26719     
    state           1.82128e-002          3.64516e-002          0.49964     
   SUBHAR           0.14997               4.18994e-002          3.57925     
      occ           5.01449e-003          4.73461e-002          0.10591     
     educ           0.25902               8.11546e-002          3.19171     
    black           0.14234               5.57826e-002          2.55164     
   libcon          -0.28359               0.12326              -2.30084     
 abortion           6.38183e-002          0.10149               0.62882     
    marry          -0.12289               4.00655e-002         -3.06721     
      age           2.26995e-002          4.85131e-002          0.46791     
 bornagan          -5.27055e-002          3.92917e-002         -1.34139     

R-squared                                0.19501     
Corrected R-squared                      0.18213     
Sum of Squared Residuals                 1.37554e+002
Standard Error of the Regression         0.44746     
Mean of Dependent Variable               0.49249     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.24833               0.11378               2.18265     
     idca           0.16490               0.15964               1.03295     
    state           2.77206e-002          2.87453e-002          0.96435     
   SUBHAR           9.05395e-002          4.21933e-002          2.14582     
    black          -0.21306               4.48046e-002         -4.75530     
    V3305          -4.64492e-003          5.74234e-004         -8.08889     
 abortion           0.22996               7.63864e-002          3.01045     
   libcon          -0.24180               0.10215              -2.36700     

R-squared                                0.29957     
Corrected R-squared                      0.29248     
Sum of Squared Residuals                86.84272     
Standard Error of the Regression         0.35451     
Mean of Dependent Variable               0.11509     



Number of observations                 699
System R-squared                         0.23898     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.19679          -2.19744e-002
   [  2]     -2.19744e-002      0.12424     

del mat[sigmaout]
SYSREG model[idsb=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idsb state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idsb

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.51466               0.22538               2.28352     
 hillthom           0.21938               0.16764               1.30861     
    state           2.35826e-002          4.09074e-002          0.57649     
   SUBHAR           0.16523               4.71156e-002          3.50689     
      occ           4.20857e-004          5.35417e-002          7.86036e-003
     educ           0.29577               9.07745e-002          3.25827     
    black           0.11918               6.28794e-002          1.89539     
   libcon          -0.31094               0.13843              -2.24616     
 abortion           0.12728               0.11224               1.13401     
    marry          -0.10991               4.50806e-002         -2.43798     
      age          -8.91045e-003          5.43612e-002         -0.16391     
 bornagan          -8.14491e-002          4.42011e-002         -1.84269     

R-squared                                0.20086     
Corrected R-squared                      0.18772     
Sum of Squared Residuals                 1.65644e+002
Standard Error of the Regression         0.49759     
Mean of Dependent Variable               0.57796     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.26928               0.11490               2.34351     
     idsb           0.17090               0.14496               1.17900     
    state           1.70640e-002          2.91277e-002          0.58583     
   SUBHAR           8.84839e-002          4.28463e-002          2.06515     
    black          -0.21347               4.24948e-002         -5.02354     
    V3305          -4.73277e-003          5.81036e-004         -8.14539     
 abortion           0.18506               8.20017e-002          2.25684     
   libcon          -0.24122               0.10321              -2.33718     

R-squared                                0.30383     
Corrected R-squared                      0.29659     
Sum of Squared Residuals                84.30120     
Standard Error of the Regression         0.35392     
Mean of Dependent Variable               0.11894     



Number of observations                 681
System R-squared                         0.23883     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.24324          -3.14829e-002
   [  2]     -3.14829e-002      0.12379     

del mat[sigmaout]
SYSREG model[pplg=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int pplg state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: pplg

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.70351               8.09007e-002          8.69594     
 hillthom           0.20521               6.33954e-002          3.23691     
    state          -4.54325e-003          1.51739e-002         -0.29941     
   SUBHAR           2.44425e-002          1.75803e-002          1.39033     
      occ           2.85753e-002          1.87666e-002          1.52267     
     educ           9.08614e-002          3.23511e-002          2.80861     
    black           1.52357e-002          2.32606e-002          0.65500     
   libcon          -5.31300e-002          5.27135e-002         -1.00790     
 abortion           0.13719               4.04683e-002          3.39004     
    marry          -3.03303e-002          1.59431e-002         -1.90241     
      age          -4.30729e-002          1.97687e-002         -2.17884     
 bornagan          -5.58887e-002          1.60290e-002         -3.48673     

R-squared                                0.20461     
Corrected R-squared                      0.19245     
Sum of Squared Residuals                26.62336     
Standard Error of the Regression         0.19229     
Mean of Dependent Variable               0.67545     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.29598               0.20081               1.47393     
     pplg           0.18283               0.28917               0.63225     
    state           1.54006e-002          2.80076e-002          0.54987     
   SUBHAR           0.11387               3.25047e-002          3.50316     
    black          -0.17871               4.03643e-002         -4.42742     
    V3305          -4.62723e-003          6.03212e-004         -7.67099     
 abortion           0.15027               9.54136e-002          1.57492     
   libcon          -0.31168               8.91921e-002         -3.49444     

R-squared                                0.27673     
Corrected R-squared                      0.26974     
Sum of Squared Residuals                91.49510     
Standard Error of the Regression         0.35549     
Mean of Dependent Variable               0.13303     



Number of observations                 732
System R-squared                         0.26164     
matrix sigmaout
                [  1]             [  2]     
   [  1]      3.63707e-002     -2.23283e-002
   [  2]     -2.23283e-002      0.12499     

del mat[sigmaout]
SYSREG model[ppca=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int ppca state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: ppca

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.38764               5.24822e-002          7.38617     
 hillthom           0.13821               4.38092e-002          3.15470     
    state          -3.08369e-003          1.05506e-002         -0.29228     
   SUBHAR           3.08184e-002          1.21264e-002          2.54142     
      occ          -5.04485e-003          1.18807e-002         -0.42462     
     educ           3.80123e-002          2.10098e-002          1.80926     
    black           0.10297               1.62079e-002          6.35297     
   libcon          -9.55479e-002          3.57645e-002         -2.67159     
 abortion           6.78373e-002          2.88178e-002          2.35401     
    marry          -3.06072e-002          1.07964e-002         -2.83493     
      age           1.95846e-002          1.25926e-002          1.55525     
 bornagan          -2.80025e-002          1.06358e-002         -2.63285     

R-squared                                0.29008     
Corrected R-squared                      0.27926     
Sum of Squared Residuals                12.96343     
Standard Error of the Regression         0.13400     
Mean of Dependent Variable               0.48002     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -0.17986               0.27886              -0.64498     
     ppca           1.09517               0.54663               2.00351     
    state           2.68884e-002          2.75264e-002          0.97682     
   SUBHAR           6.76702e-002          3.82013e-002          1.77141     
    black          -0.27328               5.74777e-002         -4.75457     
    V3305          -4.02673e-003          6.54424e-004         -6.15309     
 abortion           9.47874e-002          9.59077e-002          0.98832     
   libcon          -0.13877               0.11230              -1.23569     

R-squared                                0.29946     
Corrected R-squared                      0.29271     
Sum of Squared Residuals                89.64132     
Standard Error of the Regression         0.35139     
Mean of Dependent Variable               0.12511     



Number of observations                 734
System R-squared                         0.29829     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.76613e-002     -2.32235e-002
   [  2]     -2.32235e-002      0.12213     

del mat[sigmaout]
SYSREG model[ppsb=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int ppsb state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: ppsb

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.55244               5.58333e-002          9.89455     
 hillthom           0.16590               4.43675e-002          3.73931     
    state          -3.80261e-003          1.08758e-002         -0.34964     
   SUBHAR           2.86656e-002          1.25701e-002          2.28045     
      occ           5.46145e-003          1.29217e-002          0.42266     
     educ           6.59459e-002          2.26510e-002          2.91139     
    black           5.96547e-002          1.67850e-002          3.55404     
   libcon          -7.99323e-002          3.66587e-002         -2.18045     
 abortion           0.10092               2.92361e-002          3.45186     
    marry          -3.13391e-002          1.12027e-002         -2.79746     
      age          -1.10617e-002          1.34061e-002         -0.82512     
 bornagan          -3.91558e-002          1.12859e-002         -3.46944     

R-squared                                0.30320     
Corrected R-squared                      0.29230     
Sum of Squared Residuals                13.04595     
Standard Error of the Regression         0.13623     
Mean of Dependent Variable               0.57930     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           3.93843e-002          0.24692               0.15950     
     ppsb           0.61886               0.41093               1.50602     
    state           2.13386e-002          2.77485e-002          0.76900     
   SUBHAR           9.23993e-002          3.57903e-002          2.58169     
    black          -0.21298               4.11816e-002         -5.17179     
    V3305          -4.40063e-003          6.28212e-004         -7.00501     
 abortion           8.87631e-002          9.82160e-002          0.90375     
   libcon          -0.21285               9.97506e-002         -2.13384     

R-squared                                0.30936     
Corrected R-squared                      0.30252     
Sum of Squared Residuals                85.97198     
Standard Error of the Regression         0.34871     
Mean of Dependent Variable               0.13004     



Number of observations                 715
System R-squared                         0.30855     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.82461e-002     -1.97338e-002
   [  2]     -1.97338e-002      0.12024     

del mat[sigmaout]
SYSREG model[idpplg=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idpplg state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idpplg

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.55859               0.21307               2.62155     
 hillthom           0.29040               0.16277               1.78413     
    state           1.51575e-002          3.84709e-002          0.39400     
   SUBHAR           0.14208               4.48601e-002          3.16714     
      occ           1.58353e-002          5.04335e-002          0.31398     
     educ           0.28351               8.54217e-002          3.31894     
    black           7.14134e-002          5.95781e-002          1.19865     
   libcon          -0.27985               0.13161              -2.12635     
 abortion           0.15961               0.10474               1.52384     
    marry          -8.07805e-002          4.23359e-002         -1.90808     
      age          -4.51266e-002          5.16813e-002         -0.87317     
 bornagan          -7.41727e-002          4.14917e-002         -1.78765     

R-squared                                0.21295     
Corrected R-squared                      0.20015     
Sum of Squared Residuals                 1.49685e+002
Standard Error of the Regression         0.47056     
Mean of Dependent Variable               0.54253     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.31751               0.11381               2.78983     
   idpplg           0.10760               0.15220               0.70696     
    state           1.13993e-002          2.88414e-002          0.39524     
   SUBHAR           0.10759               4.24444e-002          2.53484     
    black          -0.20177               4.06443e-002         -4.96438     
    V3305          -4.61393e-003          5.89723e-004         -7.82389     
 abortion           0.19014               8.54054e-002          2.22635     
   libcon          -0.27883               0.10338              -2.69715     

R-squared                                0.29380     
Corrected R-squared                      0.28653     
Sum of Squared Residuals                84.61727     
Standard Error of the Regression         0.35276     
Mean of Dependent Variable               0.12362     



Number of observations                 688
System R-squared                         0.24420     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.21757          -2.41971e-002
   [  2]     -2.41971e-002      0.12299     

del mat[sigmaout]
SYSREG model[idppca=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idppca state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idppca

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.29887               0.16462               1.81552     
 hillthom           0.22170               0.12528               1.76958     
    state           3.76600e-003          3.00414e-002          0.12536     
   SUBHAR           0.13013               3.46977e-002          3.75030     
      occ          -2.54275e-003          3.88504e-002         -6.54499e-002
     educ           0.23342               6.68783e-002          3.49025     
    black           0.10328               4.59046e-002          2.24993     
   libcon          -0.21614               0.10078              -2.14475     
 abortion           5.32833e-002          8.29251e-002          0.64255     
    marry          -9.86124e-002          3.27858e-002         -3.00777     
      age           1.18412e-002          3.97657e-002          0.29777     
 bornagan          -4.86353e-002          3.21529e-002         -1.51263     

R-squared                                0.22044     
Corrected R-squared                      0.20782     
Sum of Squared Residuals                91.61269     
Standard Error of the Regression         0.36705     
Mean of Dependent Variable               0.40213     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.26032               0.11020               2.36224     
   idppca           0.18427               0.18411               1.00089     
    state           2.68677e-002          2.87184e-002          0.93556     
   SUBHAR           9.19404e-002          4.34278e-002          2.11709     
    black          -0.20773               4.24857e-002         -4.88940     
    V3305          -4.56814e-003          5.86530e-004         -7.78842     
 abortion           0.21436               7.75478e-002          2.76422     
   libcon          -0.23863               0.10015              -2.38272     

R-squared                                0.29764     
Corrected R-squared                      0.29045     
Sum of Squared Residuals                85.40756     
Standard Error of the Regression         0.35336     
Mean of Dependent Variable               0.11857     



Number of observations                 692
System R-squared                         0.25970     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.13239          -2.17698e-002
   [  2]     -2.17698e-002      0.12342     

del mat[sigmaout]
SYSREG model[idppsb=int hillthom state subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idppsb state subhar black v3305 \
abortion libcon] iv[int state subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idppsb

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.43939               0.18572               2.36587     
 hillthom           0.24382               0.13934               1.74985     
    state           6.68537e-003          3.38868e-002          0.19729     
   SUBHAR           0.14034               3.92109e-002          3.57919     
      occ          -8.33692e-003          4.42586e-002         -0.18837     
     educ           0.26260               7.52506e-002          3.48970     
    black           8.71093e-002          5.20105e-002          1.67484     
   libcon          -0.25171               0.11371              -2.21368     
 abortion           0.10466               9.21658e-002          1.13554     
    marry          -8.91948e-002          3.71067e-002         -2.40374     
      age          -1.54663e-002          4.48788e-002         -0.34462     
 bornagan          -6.84859e-002          3.64141e-002         -1.88075     

R-squared                                0.22430     
Corrected R-squared                      0.21141     
Sum of Squared Residuals                 1.11303e+002
Standard Error of the Regression         0.41004     
Mean of Dependent Variable               0.47331     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.28408               0.11308               2.51222     
   idppsb           0.18376               0.16753               1.09686     
    state           1.66094e-002          2.90502e-002          0.57175     
   SUBHAR           9.21935e-002          4.36126e-002          2.11392     
    black          -0.20898               4.13204e-002         -5.05755     
    V3305          -4.66320e-003          5.91876e-004         -7.87868     
 abortion           0.17271               8.23265e-002          2.09790     
   libcon          -0.23931               0.10254              -2.33395     

R-squared                                0.30310     
Corrected R-squared                      0.29577     
Sum of Squared Residuals                82.71484     
Standard Error of the Regression         0.35242     
Mean of Dependent Variable               0.12255     



Number of observations                 674
System R-squared                         0.25997     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.16514          -2.75781e-002
   [  2]     -2.75781e-002      0.12272     

del mat[sigmaout]
*** simultaneous equations with hill and thomas (state==1)
SYSREG model[identify=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int identify subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: identify

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           1.20652               0.55376               2.17879     
 hillthom          -0.19372               0.32387              -0.59816     
   SUBHAR           0.25347               8.94765e-002          2.83283     
      occ          -2.92827e-003          0.11786              -2.48456e-002
     educ           9.76831e-002          0.19702               0.49580     
    black          -5.54517e-002          0.17900              -0.30978     
   libcon          -0.38915               0.29505              -1.31893     
 abortion           0.22942               0.26619               0.86186     
    marry          -5.12493e-002          0.10203              -0.50230     
      age          -0.10488               0.11274              -0.93034     
 bornagan          -0.17437               0.10137              -1.72016     

R-squared                                5.43709e-002
Corrected R-squared                      1.27132e-002
Sum of Squared Residuals                94.08612     
Standard Error of the Regression         0.64380     
Mean of Dependent Variable               0.78992     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.20770               0.23371               0.88871     
 identify           0.24996               0.28946               0.86354     
   SUBHAR           1.26420e-003          9.21164e-002          1.37239e-002
    black          -0.31518               0.10174              -3.09791     
    V3305          -5.54473e-003          1.03917e-003         -5.33573     
 abortion           0.30868               0.16328               1.89050     
   libcon          -0.24329               0.17973              -1.35364     

R-squared                                0.25422     
Corrected R-squared                      0.23485     
Sum of Squared Residuals                35.93118     
Standard Error of the Regression         0.39439     
Mean of Dependent Variable               0.16597     



Number of observations                 238
System R-squared                         0.11957     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.39532          -2.89644e-002
   [  2]     -2.89644e-002      0.15097     

del mat[sigmaout]
SYSREG model[polaffct=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int polaffct subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: polaffct

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.52720               0.14178               3.71854     
 hillthom           6.42422e-002          8.90721e-002          0.72124     
   SUBHAR           9.78282e-002          2.48498e-002          3.93678     
      occ          -3.33043e-002          3.09119e-002         -1.07739     
     educ          -1.31819e-002          5.11734e-002         -0.25759     
    black           0.10151               4.73566e-002          2.14360     
   libcon          -4.31072e-002          8.13975e-002         -0.52959     
 abortion           8.44271e-002          7.15321e-002          1.18027     
    marry          -6.48728e-002          2.72983e-002         -2.37644     
      age           3.75126e-002          2.95614e-002          1.26897     
 bornagan          -2.35030e-002          2.67194e-002         -0.87962     

R-squared                                0.18774     
Corrected R-squared                      0.15499     
Sum of Squared Residuals                 8.34111     
Standard Error of the Regression         0.18339     
Mean of Dependent Variable               0.67788     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           9.48773e-002          0.50075               0.18947     
 polaffct           0.48501               0.78127               0.62080     
   SUBHAR           2.09571e-002          9.27418e-002          0.22597     
    black          -0.32023               0.12184              -2.62819     
    V3305          -5.01490e-003          1.04498e-003         -4.79905     
 abortion           0.29515               0.15962               1.84907     
   libcon          -0.31746               0.14924              -2.12712     

R-squared                                0.26304     
Corrected R-squared                      0.24550     
Sum of Squared Residuals                38.35504     
Standard Error of the Regression         0.39013     
Mean of Dependent Variable               0.16988     



Number of observations                 259
System R-squared                         0.25063     
matrix sigmaout
                [  1]             [  2]     
   [  1]      3.22051e-002     -2.01797e-002
   [  2]     -2.01797e-002      0.14809     

del mat[sigmaout]
SYSREG model[polpower=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int polpower subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: polpower

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.78833               8.78336e-002          8.97523     
 hillthom           0.11457               5.44193e-002          2.10528     
   SUBHAR           1.87228e-002          1.51575e-002          1.23522     
      occ          -3.36753e-003          1.92847e-002         -0.17462     
     educ           1.61213e-002          3.20090e-002          0.50365     
    black           2.22741e-002          2.88631e-002          0.77172     
   libcon           2.55940e-002          4.96133e-002          0.51587     
 abortion           4.99541e-002          4.35906e-002          1.14598     
    marry          -8.51048e-003          1.63822e-002         -0.51950     
      age          -2.21974e-002          1.83305e-002         -1.21095     
 bornagan           2.04920e-002          1.67032e-002          1.22683     

R-squared                                6.44380e-003
Corrected R-squared                     -3.41095e-002
Sum of Squared Residuals                 3.04697     
Standard Error of the Regression         0.11152     
Mean of Dependent Variable               0.78841     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.68180               1.36475               0.49958     
 polpower          -0.37151               1.77050              -0.20983     
   SUBHAR           7.84114e-002          7.36580e-002          1.06453     
    black          -0.27272               9.60283e-002         -2.84001     
    V3305          -5.49694e-003          1.37951e-003         -3.98470     
 abortion           0.37561               0.18471               2.03351     
   libcon          -0.36176               0.14254              -2.53799     

R-squared                                0.25586     
Corrected R-squared                      0.23793     
Sum of Squared Residuals                38.43563     
Standard Error of the Regression         0.39289     
Mean of Dependent Variable               0.17109     



Number of observations                 256
System R-squared                         0.24188     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.19022e-002     -1.01573e-002
   [  2]     -1.01573e-002      0.15014     

del mat[sigmaout]
SYSREG model[sexlegit=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int sexlegit subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: sexlegit

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           1.07730               0.13468               7.99886     
 hillthom           2.17440e-003          7.49267e-002          2.90203e-002
   SUBHAR           7.85404e-002          2.26120e-002          3.47340     
      occ           8.12762e-002          3.02016e-002          2.69112     
     educ          -1.24643e-002          4.85524e-002         -0.25672     
    black          -5.65987e-002          4.31050e-002         -1.31304     
   libcon          -5.88142e-002          7.47199e-002         -0.78713     
 abortion           0.17798               6.44786e-002          2.76027     
    marry          -5.50227e-002          2.46138e-002         -2.23544     
      age          -8.67600e-002          2.83138e-002         -3.06423     
 bornagan          -0.11970               2.48561e-002         -4.81587     

R-squared                                0.33640     
Corrected R-squared                      0.31098     
Sum of Squared Residuals                 7.89543     
Standard Error of the Regression         0.17393     
Mean of Dependent Variable               0.85662     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.44111               0.24387               1.80881     
 sexlegit           5.61174e-002          0.29495               0.19026     
   SUBHAR           5.30763e-002          5.48185e-002          0.96822     
    black          -0.27493               9.07500e-002         -3.02953     
    V3305          -5.66596e-003          9.09815e-004         -6.22759     
 abortion           0.25046               0.15107               1.65786     
   libcon          -0.37846               0.13280              -2.84991     

R-squared                                0.29625     
Corrected R-squared                      0.28032     
Sum of Squared Residuals                37.78162     
Standard Error of the Regression         0.37759     
Mean of Dependent Variable               0.16471     



Number of observations                 272
System R-squared                         0.30353     
matrix sigmaout
                [  1]             [  2]     
   [  1]      2.90273e-002      9.34790e-003
   [  2]      9.34790e-003      0.13890     

del mat[sigmaout]
SYSREG model[collact=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int collact subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: collact

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.56907               0.11294               5.03846     
 hillthom           0.13360               6.93477e-002          1.92647     
   SUBHAR           3.39150e-002          1.98931e-002          1.70486     
      occ          -1.44875e-002          2.49874e-002         -0.57979     
     educ          -4.11069e-002          4.18171e-002         -0.98301     
    black           8.70056e-002          3.74330e-002          2.32430     
   libcon          -0.12284               6.37368e-002         -1.92733     
 abortion           0.11064               5.66083e-002          1.95443     
    marry          -4.23907e-002          2.18345e-002         -1.94146     
      age           1.48413e-002          2.34184e-002          0.63374     
 bornagan          -1.11259e-003          2.12966e-002         -5.22426e-002

R-squared                                0.28008     
Corrected R-squared                      0.25034     
Sum of Squared Residuals                 5.07814     
Standard Error of the Regression         0.14486     
Mean of Dependent Variable               0.60683     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.12371               0.72839               0.16983     
  collact           0.43396               1.14559               0.37881     
   SUBHAR           5.42369e-002          6.79798e-002          0.79784     
    black          -0.30205               0.11804              -2.55893     
    V3305          -5.01658e-003          1.34931e-003         -3.71789     
 abortion           0.27423               0.21397               1.28161     
   libcon          -0.25745               0.23893              -1.07749     

R-squared                                0.30651     
Corrected R-squared                      0.28960     
Sum of Squared Residuals                35.54819     
Standard Error of the Regression         0.38014     
Mean of Dependent Variable               0.17154     



Number of observations                 253
System R-squared                         0.30332     
matrix sigmaout
                [  1]             [  2]     
   [  1]      2.00717e-002     -1.52046e-002
   [  2]     -1.52046e-002      0.14051     

del mat[sigmaout]
SYSREG model[sysblame=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int sysblame subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: sysblame

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.83459               9.45521e-002          8.82680     
 hillthom           5.11360e-002          5.27123e-002          0.97010     
   SUBHAR           6.00025e-002          1.62442e-002          3.69377     
      occ           1.60122e-002          2.12879e-002          0.75217     
     educ          -1.26419e-002          3.54955e-002         -0.35615     
    black           2.12641e-002          3.01050e-002          0.70633     
   libcon          -9.20071e-002          5.12752e-002         -1.79438     
 abortion           0.15521               4.53891e-002          3.41947     
    marry          -5.64499e-002          1.80002e-002         -3.13607     
      age          -3.69542e-002          2.00044e-002         -1.84731     
 bornagan          -5.99063e-002          1.79517e-002         -3.33707     

R-squared                                0.42570     
Corrected R-squared                      0.40116     
Sum of Squared Residuals                 3.21490     
Standard Error of the Regression         0.11721     
Mean of Dependent Variable               0.73379     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.15569               0.40220               0.38710     
 sysblame           0.46299               0.57676               0.80275     
   SUBHAR           4.11790e-002          6.42438e-002          0.64098     
    black          -0.29220               9.29159e-002         -3.14476     
    V3305          -5.53349e-003          9.72100e-004         -5.69230     
 abortion           0.17220               0.18028               0.95519     
   libcon          -0.28139               0.15824              -1.77828     

R-squared                                0.32530     
Corrected R-squared                      0.30829     
Sum of Squared Residuals                33.70654     
Standard Error of the Regression         0.37633     
Mean of Dependent Variable               0.17429     



Number of observations                 245
System R-squared                         0.33542     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.31220e-002     -6.52659e-004
   [  2]     -6.52659e-004      0.13758     

del mat[sigmaout]
SYSREG model[idpa=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idpa subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idpa

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.73017               0.39381               1.85413     
 hillthom           7.25942e-002          0.24053               0.30180     
   SUBHAR           0.24018               6.64674e-002          3.61353     
      occ          -4.18897e-002          8.24737e-002         -0.50792     
     educ           7.86263e-002          0.13802               0.56966     
    black           8.56749e-002          0.13269               0.64569     
   libcon          -0.24768               0.21905              -1.13070     
 abortion           0.11022               0.19758               0.55786     
    marry          -8.31111e-002          7.28465e-002         -1.14091     
      age          -4.02663e-002          7.87578e-002         -0.51127     
 bornagan          -0.10474               7.28658e-002         -1.43746     

R-squared                                0.16379     
Corrected R-squared                      0.12696     
Sum of Squared Residuals                52.17898     
Standard Error of the Regression         0.47944     
Mean of Dependent Variable               0.56543     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.15667               0.24912               0.62889     
     idpa           0.41982               0.40338               1.04077     
   SUBHAR          -4.16946e-002          0.11695              -0.35652     
    black          -0.34540               0.10736              -3.21736     
    V3305          -5.08294e-003          1.05759e-003         -4.80615     
 abortion           0.29108               0.16614               1.75196     
   libcon          -0.20340               0.19406              -1.04814     

R-squared                                0.23067     
Corrected R-squared                      0.21069     
Sum of Squared Residuals                37.06582     
Standard Error of the Regression         0.40057     
Mean of Dependent Variable               0.16597     



Number of observations                 238
System R-squared                         0.19293     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.21924          -6.76852e-002
   [  2]     -6.76852e-002      0.15574     

del mat[sigmaout]
SYSREG model[idpp=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idpp subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idpp

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.91397               0.42764               2.13723     
 hillthom          -7.84945e-003          0.25413              -3.08880e-002
   SUBHAR           0.21867               6.99868e-002          3.12442     
      occ          -3.25830e-002          9.15321e-002         -0.35597     
     educ           0.13235               0.15268               0.86688     
    black          -2.53614e-002          0.13986              -0.18134     
   libcon          -0.25981               0.23041              -1.12757     
 abortion           0.19295               0.20765               0.92921     
    marry          -2.41932e-002          7.81921e-002         -0.30941     
      age          -9.54048e-002          8.68080e-002         -1.09903     
 bornagan          -0.11030               7.85865e-002         -1.40354     

R-squared                                0.12259     
Corrected R-squared                      8.34192e-002
Sum of Squared Residuals                56.95847     
Standard Error of the Regression         0.50426     
Mean of Dependent Variable               0.63404     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.19199               0.23785               0.80718     
     idpp           0.35074               0.37339               0.93934     
   SUBHAR          -1.94593e-002          0.10358              -0.18786     
    black          -0.30532               0.10284              -2.96902     
    V3305          -5.34823e-003          1.02197e-003         -5.23324     
 abortion           0.27979               0.17514               1.59751     
   libcon          -0.22818               0.18259              -1.24969     

R-squared                                0.24821     
Corrected R-squared                      0.22843     
Sum of Squared Residuals                35.92630     
Standard Error of the Regression         0.39695     
Mean of Dependent Variable               0.16723     



Number of observations                 235
System R-squared                         0.17585     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.24238          -4.82721e-002
   [  2]     -4.82721e-002      0.15288     

del mat[sigmaout]
SYSREG model[idlg=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idlg subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idlg

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           1.36035               0.49752               2.73426     
 hillthom          -4.01117e-002          0.27268              -0.14710     
   SUBHAR           0.27164               8.08088e-002          3.36149     
      occ           1.08603e-002          0.10905               9.95950e-002
     educ           3.45214e-002          0.17962               0.19220     
    black          -9.76117e-002          0.15866              -0.61522     
   libcon          -0.31603               0.26330              -1.20024     
 abortion           0.30783               0.23596               1.30458     
    marry          -8.00439e-002          9.21401e-002         -0.86872     
      age          -0.18486               0.10294              -1.79570     
 bornagan          -0.22475               9.10117e-002         -2.46944     

R-squared                                0.17403     
Corrected R-squared                      0.13631     
Sum of Squared Residuals                72.63160     
Standard Error of the Regression         0.57589     
Mean of Dependent Variable               0.70994     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.34921               0.16975               2.05722     
     idlg           0.16359               0.19689               0.83087     
   SUBHAR           1.66712e-002          7.81988e-002          0.21319     
    black          -0.31000               9.99765e-002         -3.10076     
    V3305          -5.65773e-003          9.92023e-004         -5.70322     
 abortion           0.25610               0.16572               1.54534     
   libcon          -0.29945               0.15834              -1.89123     

R-squared                                0.30745     
Corrected R-squared                      0.28882     
Sum of Squared Residuals                32.72669     
Standard Error of the Regression         0.38309     
Mean of Dependent Variable               0.16739     



Number of observations                 230
System R-squared                         0.22066     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.31579          -5.75918e-003
   [  2]     -5.75918e-003      0.14229     

del mat[sigmaout]
SYSREG model[idca=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idca subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idca

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.80352               0.37478               2.14398     
 hillthom           6.60038e-002          0.22233               0.29687     
   SUBHAR           0.18956               6.30865e-002          3.00481     
      occ          -4.17149e-002          7.92743e-002         -0.52621     
     educ           6.88709e-002          0.13309               0.51748     
    black           3.88273e-002          0.12472               0.31133     
   libcon          -0.28176               0.20430              -1.37917     
 abortion           0.13843               0.18608               0.74396     
    marry          -7.37340e-002          6.87405e-002         -1.07264     
      age          -6.39623e-002          7.50549e-002         -0.85221     
 bornagan          -0.11631               6.96458e-002         -1.67001     

R-squared                                0.16301     
Corrected R-squared                      0.12531     
Sum of Squared Residuals                45.13915     
Standard Error of the Regression         0.45092     
Mean of Dependent Variable               0.51695     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.15659               0.23331               0.67114     
     idca           0.45808               0.38564               1.18787     
   SUBHAR          -2.95355e-002          9.78181e-002         -0.30194     
    black          -0.33133               0.10498              -3.15609     
    V3305          -5.21268e-003          1.07118e-003         -4.86631     
 abortion           0.25308               0.17420               1.45283     
   libcon          -0.15565               0.20184              -0.77116     

R-squared                                0.22279     
Corrected R-squared                      0.20215     
Sum of Squared Residuals                36.95118     
Standard Error of the Regression         0.40435     
Mean of Dependent Variable               0.16931     



Number of observations                 233
System R-squared                         0.19102     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.19373          -6.52035e-002
   [  2]     -6.52035e-002      0.15859     

del mat[sigmaout]
SYSREG model[idsb=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idsb subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idsb

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           1.11147               0.43428               2.55934     
 hillthom           1.44935e-003          0.23356               6.20546e-003
   SUBHAR           0.23395               7.05322e-002          3.31695     
      occ          -2.65719e-002          9.50420e-002         -0.27958     
     educ           4.19210e-002          0.15837               0.26470     
    black          -2.42742e-002          0.13800              -0.17590     
   libcon          -0.28616               0.22858              -1.25187     
 abortion           0.24328               0.20597               1.18115     
    marry          -7.07455e-002          8.05537e-002         -0.87824     
      age          -0.13423               8.96077e-002         -1.49799     
 bornagan          -0.18932               7.99321e-002         -2.36853     

R-squared                                0.17650     
Corrected R-squared                      0.13820     
Sum of Squared Residuals                54.06222     
Standard Error of the Regression         0.50145     
Mean of Dependent Variable               0.61234     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.31352               0.18084               1.73372     
     idsb           0.27021               0.25055               1.07846     
   SUBHAR          -7.38784e-003          8.34267e-002         -8.85548e-002
    black          -0.32094               9.99498e-002         -3.21104     
    V3305          -5.73244e-003          1.01624e-003         -5.64083     
 abortion           0.22009               0.17034               1.29208     
   libcon          -0.25068               0.16816              -1.49070     

R-squared                                0.30137     
Corrected R-squared                      0.28223     
Sum of Squared Residuals                32.72201     
Standard Error of the Regression         0.38654     
Mean of Dependent Variable               0.16881     



Number of observations                 226
System R-squared                         0.22850     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.23921          -2.57126e-002
   [  2]     -2.57126e-002      0.14479     

del mat[sigmaout]
SYSREG model[pplg=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int pplg subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: pplg

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.87015               0.13033               6.67629     
 hillthom           6.45362e-002          7.44974e-002          0.86629     
   SUBHAR           7.48761e-002          2.23859e-002          3.34479     
      occ           3.69107e-002          2.96258e-002          1.24590     
     educ           3.82163e-002          4.87509e-002          0.78391     
    black          -2.02739e-002          4.17877e-002         -0.48516     
   libcon          -2.74279e-002          7.13647e-002         -0.38433     
 abortion           0.18971               6.27029e-002          3.02546     
    marry          -6.67564e-002          2.47642e-002         -2.69569     
      age          -8.61618e-002          2.76433e-002         -3.11691     
 bornagan          -7.54060e-002          2.47637e-002         -3.04502     

R-squared                                0.36105     
Corrected R-squared                      0.33397     
Sum of Squared Residuals                 6.24057     
Standard Error of the Regression         0.16261     
Mean of Dependent Variable               0.68517     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.34911               0.24168               1.44450     
     pplg           0.20681               0.37030               0.55849     
   SUBHAR           5.23528e-002          6.11291e-002          0.85643     
    black          -0.27634               9.38719e-002         -2.94381     
    V3305          -5.52572e-003          9.64842e-004         -5.72707     
 abortion           0.22083               0.16683               1.32368     
   libcon          -0.34358               0.14053              -2.44495     

R-squared                                0.29803     
Corrected R-squared                      0.28048     
Sum of Squared Residuals                35.18584     
Standard Error of the Regression         0.38289     
Mean of Dependent Variable               0.17571     



Number of observations                 247
System R-squared                         0.30830     
matrix sigmaout
                [  1]             [  2]     
   [  1]      2.52654e-002     -3.23078e-003
   [  2]     -3.23078e-003      0.14245     

del mat[sigmaout]
SYSREG model[ppca=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int ppca subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: ppca

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.44566               9.81532e-002          4.54050     
 hillthom           0.18375               6.54691e-002          2.80666     
   SUBHAR           4.03979e-002          1.87197e-002          2.15805     
      occ          -2.26538e-002          2.22343e-002         -1.01887     
     educ          -1.65901e-003          3.50751e-002         -4.72988e-002
    black           8.58922e-002          3.53527e-002          2.42958     
   libcon          -6.29143e-002          5.99260e-002         -1.04987     
 abortion           9.68134e-002          5.30550e-002          1.82477     
    marry          -3.34309e-002          2.01522e-002         -1.65892     
      age          -1.68231e-003          1.95554e-002         -8.60281e-002
 bornagan           8.52990e-003          1.81415e-002          0.47019     

R-squared                                0.25620     
Corrected R-squared                      0.22508     
Sum of Squared Residuals                 4.46939     
Standard Error of the Regression         0.13675     
Mean of Dependent Variable               0.48381     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           4.24546e-002          0.64291               6.60356e-002
     ppca           0.73208               1.29571               0.56500     
   SUBHAR           2.95900e-002          8.61300e-002          0.34355     
    black          -0.30917               0.11225              -2.75422     
    V3305          -4.64677e-003          1.64556e-003         -2.82381     
 abortion           0.22573               0.23096               0.97738     
   libcon          -0.23005               0.22028              -1.04435     

R-squared                                0.30695     
Corrected R-squared                      0.28984     
Sum of Squared Residuals                35.25186     
Standard Error of the Regression         0.38088     
Mean of Dependent Variable               0.17280     



Number of observations                 250
System R-squared                         0.30159     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.78776e-002     -2.66180e-002
   [  2]     -2.66180e-002      0.14101     

del mat[sigmaout]
SYSREG model[ppsb=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int ppsb subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: ppsb

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.66402               9.57823e-002          6.93262     
 hillthom           0.11393               5.45248e-002          2.08948     
   SUBHAR           6.22475e-002          1.67790e-002          3.70984     
      occ          -3.56796e-003          2.14975e-002         -0.16597     
     educ           2.51878e-002          3.57458e-002          0.70464     
    black           3.13415e-002          3.10667e-002          1.00885     
   libcon          -4.00410e-002          5.28527e-002         -0.75760     
 abortion           0.15078               4.67534e-002          3.22508     
    marry          -4.85961e-002          1.82393e-002         -2.66436     
      age          -4.68651e-002          2.01415e-002         -2.32680     
 bornagan          -2.87232e-002          1.80509e-002         -1.59123     

R-squared                                0.40483     
Corrected R-squared                      0.37906     
Sum of Squared Residuals                 3.39125     
Standard Error of the Regression         0.12116     
Mean of Dependent Variable               0.58594     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.17016               0.35956               0.47325     
     ppsb           0.57639               0.65571               0.87903     
   SUBHAR           2.57663e-002          7.18970e-002          0.35838     
    black          -0.29096               9.30686e-002         -3.12631     
    V3305          -5.35558e-003          1.04714e-003         -5.11446     
 abortion           0.14712               0.18913               0.77788     
   libcon          -0.27767               0.15497              -1.79172     

R-squared                                0.32320     
Corrected R-squared                      0.30592     
Sum of Squared Residuals                33.54279     
Standard Error of the Regression         0.37780     
Mean of Dependent Variable               0.17562     



Number of observations                 242
System R-squared                         0.33162     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.40134e-002     -1.22004e-002
   [  2]     -1.22004e-002      0.13861     

del mat[sigmaout]
SYSREG model[idpplg=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idpplg subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idpplg

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           1.06608               0.39839               2.67599     
 hillthom           8.44121e-002          0.21952               0.38452     
   SUBHAR           0.22827               6.48395e-002          3.52055     
      occ          -1.72192e-002          8.82527e-002         -0.19511     
     educ           9.61127e-002          0.14457               0.66481     
    black          -6.47041e-002          0.12724              -0.50851     
   libcon          -0.21628               0.21087              -1.02566     
 abortion           0.25539               0.18896               1.35152     
    marry          -4.85913e-002          7.37203e-002         -0.65913     
      age          -0.16451               8.23725e-002         -1.99715     
 bornagan          -0.14888               7.31887e-002         -2.03418     

R-squared                                0.21874     
Corrected R-squared                      0.18257     
Sum of Squared Residuals                46.11329     
Standard Error of the Regression         0.46205     
Mean of Dependent Variable               0.57489     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.34112               0.17289               1.97311     
   idpplg           0.22485               0.25038               0.89805     
   SUBHAR           4.33988e-003          8.33047e-002          5.20964e-002
    black          -0.30295               0.10123              -2.99267     
    V3305          -5.55902e-003          1.01013e-003         -5.50329     
 abortion           0.23739               0.17131               1.38578     
   libcon          -0.28681               0.16072              -1.78453     

R-squared                                0.30777     
Corrected R-squared                      0.28889     
Sum of Squared Residuals                32.44009     
Standard Error of the Regression         0.38400     
Mean of Dependent Variable               0.16872     



Number of observations                 227
System R-squared                         0.25814     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.20314          -2.30425e-002
   [  2]     -2.30425e-002      0.14291     

del mat[sigmaout]
SYSREG model[idppca=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idppca subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idppca

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.58595               0.28709               2.04100     
 hillthom           0.14400               0.17868               0.80588     
   SUBHAR           0.16777               5.06272e-002          3.31382     
      occ          -5.19504e-002          6.01616e-002         -0.86352     
     educ           8.43276e-002          0.10132               0.83229     
    black           4.32042e-002          9.97061e-002          0.43332     
   libcon          -0.19213               0.16334              -1.17630     
 abortion           0.11207               0.14873               0.75352     
    marry          -4.58024e-002          5.12672e-002         -0.89341     
      age          -5.10791e-002          5.64966e-002         -0.90411     
 bornagan          -7.44265e-002          5.31902e-002         -1.39925     

R-squared                                0.20159     
Corrected R-squared                      0.16513     
Sum of Squared Residuals                28.75400     
Standard Error of the Regression         0.36235     
Mean of Dependent Variable               0.41804     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.12312               0.24488               0.50280     
   idppca           0.66971               0.51274               1.30614     
   SUBHAR          -6.36097e-002          0.11292              -0.56331     
    black          -0.32094               0.10741              -2.98794     
    V3305          -4.89128e-003          1.17456e-003         -4.16436     
 abortion           0.21344               0.18826               1.13375     
   libcon          -0.12784               0.20898              -0.61171     

R-squared                                0.18208     
Corrected R-squared                      0.16007     
Sum of Squared Residuals                38.56440     
Standard Error of the Regression         0.41585     
Mean of Dependent Variable               0.17065     



Number of observations                 230
System R-squared                         0.19053     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.12502          -7.58808e-002
   [  2]     -7.58808e-002      0.16767     

del mat[sigmaout]
SYSREG model[idppsb=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idppsb subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==1] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idppsb

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.83903               0.34566               2.42731     
 hillthom           0.10212               0.18826               0.54246     
   SUBHAR           0.20090               5.67545e-002          3.53981     
      occ          -4.36506e-002          7.58588e-002         -0.57542     
     educ           8.94458e-002          0.12581               0.71098     
    black          -6.94033e-003          0.11083              -6.26230e-002
   libcon          -0.19280               0.18328              -1.05195     
 abortion           0.20069               0.16530               1.21408     
    marry          -4.25561e-002          6.34705e-002         -0.67049     
      age          -0.11416               7.10303e-002         -1.60715     
 bornagan          -0.12440               6.37642e-002         -1.95095     

R-squared                                0.22029     
Corrected R-squared                      0.18351     
Sum of Squared Residuals                34.52093     
Standard Error of the Regression         0.40353     
Mean of Dependent Variable               0.49575     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.29803               0.18586               1.60352     
   idppsb           0.38140               0.32492               1.17382     
   SUBHAR          -2.75422e-002          9.13300e-002         -0.30157     
    black          -0.31196               0.10111              -3.08531     
    V3305          -5.56155e-003          1.04966e-003         -5.29845     
 abortion           0.19254               0.17803               1.08150     
   libcon          -0.23266               0.17148              -1.35679     

R-squared                                0.29584     
Corrected R-squared                      0.27628     
Sum of Squared Residuals                32.70394     
Standard Error of the Regression         0.38911     
Mean of Dependent Variable               0.17018     



Number of observations                 223
System R-squared                         0.25897     
*** simultaneous equations with hill and thomas (state==0)
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.15480          -4.02785e-002
   [  2]     -4.02785e-002      0.14665     

del mat[sigmaout]
SYSREG model[identify=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int identify subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: identify

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.56192               0.34743               1.61735     
 hillthom           0.36610               0.27377               1.33724     
   SUBHAR           0.10693               7.88372e-002          1.35628     
      occ           2.01883e-002          7.93988e-002          0.25426     
     educ           0.41394               0.13696               3.02227     
    black           0.13777               8.43011e-002          1.63428     
   libcon          -0.37904               0.20752              -1.82657     
 abortion           4.22794e-002          0.16648               0.25396     
    marry          -0.16771               6.58733e-002         -2.54600     
      age           2.68539e-002          8.88115e-002          0.30237     
 bornagan           9.60788e-003          6.56887e-002          0.14626     

R-squared                                0.15626     
Corrected R-squared                      0.13815     
Sum of Squared Residuals                 1.80267e+002
Standard Error of the Regression         0.62196     
Mean of Dependent Variable               0.71279     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.27031               0.14439               1.87212     
 identify           4.97399e-002          0.13483               0.36891     
   SUBHAR           0.14401               4.30142e-002          3.34804     
    black          -0.15743               4.62186e-002         -3.40618     
    V3305          -4.50232e-003          7.05524e-004         -6.38153     
 abortion           0.22575               8.44486e-002          2.67327     
   libcon          -0.26054               0.11619              -2.24237     

R-squared                                0.27681     
Corrected R-squared                      0.26757     
Sum of Squared Residuals                55.71822     
Standard Error of the Regression         0.34431     
Mean of Dependent Variable               9.24528e-002



Number of observations                 477
System R-squared                         0.18821     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.37792          -2.34351e-002
   [  2]     -2.34351e-002      0.11681     

del mat[sigmaout]
SYSREG model[polaffct=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int polaffct subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: polaffct

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.53189               9.78623e-002          5.43506     
 hillthom           0.14341               8.29933e-002          1.72802     
   SUBHAR           4.82085e-002          2.34437e-002          2.05636     
      occ          -1.05751e-002          1.46163e-002         -0.72351     
     educ           1.92588e-002          2.47670e-002          0.77760     
    black           8.86678e-002          2.50634e-002          3.53774     
   libcon          -0.10260               6.47901e-002         -1.58353     
 abortion          -2.69074e-002          4.79216e-002         -0.56149     
    marry          -7.99432e-003          1.16451e-002         -0.68649     
      age           5.02591e-002          2.65005e-002          1.89653     
 bornagan          -1.63420e-002          1.23627e-002         -1.32188     

R-squared                                0.12725     
Corrected R-squared                      0.10921     
Sum of Squared Residuals                18.57688     
Standard Error of the Regression         0.19591     
Mean of Dependent Variable               0.68485     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -1.09328               0.60849              -1.79671     
 polaffct           1.91299               0.78893               2.42478     
   SUBHAR           2.58483e-002          6.63740e-002          0.38943     
    black          -0.25682               7.53561e-002         -3.40803     
    V3305          -3.24384e-003          1.04821e-003         -3.09465     
 abortion           0.17494               0.10306               1.69743     
   libcon          -3.93508e-002          0.16359              -0.24055     

R-squared                               -0.31748     
Corrected R-squared                     -0.33368     
Sum of Squared Residuals                 1.05299e+002
Standard Error of the Regression         0.46452     
Mean of Dependent Variable               0.10430     



Number of observations                 495
System R-squared                        -0.22395     
matrix sigmaout
                [  1]             [  2]     
   [  1]      3.75291e-002     -7.53226e-002
   [  2]     -7.53226e-002      0.21273     

del mat[sigmaout]
SYSREG model[polpower=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int polpower subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: polpower

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.78270               6.29207e-002         12.43953     
 hillthom           0.12950               5.37352e-002          2.40991     
   SUBHAR          -1.66261e-004          1.47080e-002         -1.13041e-002
      occ           1.55410e-003          1.40917e-002          0.11028     
     educ           6.56238e-002          2.53541e-002          2.58829     
    black           8.75932e-004          1.64797e-002          5.31520e-002
   libcon           2.04638e-002          4.21661e-002          0.48531     
 abortion           3.73069e-002          3.05716e-002          1.22031     
    marry          -1.34681e-003          1.19571e-002         -0.11264     
      age          -1.98514e-002          1.65209e-002         -1.20159     
 bornagan          -3.00210e-002          1.22011e-002         -2.46052     

R-squared                                6.94142e-002
Corrected R-squared                      5.02269e-002
Sum of Squared Residuals                 7.15820     
Standard Error of the Regression         0.12149     
Mean of Dependent Variable               0.78595     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.19968               0.54926               0.36353     
 polpower           0.22679               0.70337               0.32243     
   SUBHAR           0.13820               3.58587e-002          3.85388     
    black          -0.14500               4.68024e-002         -3.09804     
    V3305          -4.31377e-003          7.48896e-004         -5.76018     
 abortion           0.16149               0.10053               1.60640     
   libcon          -0.31786               9.35409e-002         -3.39810     

R-squared                                0.25835     
Corrected R-squared                      0.24925     
Sum of Squared Residuals                57.70064     
Standard Error of the Regression         0.34351     
Mean of Dependent Variable               0.10510     



Number of observations                 496
System R-squared                         0.24135     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.44319e-002     -1.33109e-002
   [  2]     -1.33109e-002      0.11633     

del mat[sigmaout]
SYSREG model[sexlegit=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int sexlegit subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: sexlegit

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.76312               0.10238               7.45368     
 hillthom           0.15225               8.74027e-002          1.74189     
   SUBHAR           4.69561e-003          2.45892e-002          0.19096     
      occ           8.52058e-003          2.30437e-002          0.36976     
     educ           7.38870e-002          4.14382e-002          1.78306     
    black          -2.17126e-003          2.78583e-002         -7.79394e-002
   libcon          -0.16228               6.96935e-002         -2.32848     
 abortion           0.15014               5.34927e-002          2.80671     
    marry          -2.87993e-002          1.96389e-002         -1.46645     
      age           1.09353e-002          2.64516e-002          0.41341     
 bornagan          -4.16521e-002          2.02642e-002         -2.05545     

R-squared                                0.14425     
Corrected R-squared                      0.12791     
Sum of Squared Residuals                25.03228     
Standard Error of the Regression         0.21857     
Mean of Dependent Variable               0.83605     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -0.10815               0.44813              -0.24133     
 sexlegit           0.55871               0.50983               1.09588     
   SUBHAR           0.11814               3.52275e-002          3.35352     
    black          -0.13552               4.56712e-002         -2.96740     
    V3305          -4.38496e-003          7.50203e-004         -5.84503     
 abortion           7.46259e-002          0.13849               0.53887     
   libcon          -0.16416               0.14846              -1.10574     

R-squared                                0.21408     
Corrected R-squared                      0.20515     
Sum of Squared Residuals                67.27049     
Standard Error of the Regression         0.35694     
Mean of Dependent Variable               0.11342     



Number of observations                 535
System R-squared                         0.19629     
matrix sigmaout
                [  1]             [  2]     
   [  1]      4.67893e-002     -3.70327e-002
   [  2]     -3.70327e-002      0.12574     

del mat[sigmaout]
SYSREG model[collact=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int collact subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: collact

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.44635               7.29432e-002          6.11913     
 hillthom           6.01697e-002          6.10465e-002          0.98564     
   SUBHAR           2.76641e-002          1.69946e-002          1.62782     
      occ           1.93241e-003          1.62215e-002          0.11913     
     educ           3.93682e-002          2.85718e-002          1.37787     
    black           0.14532               1.94896e-002          7.45614     
   libcon          -0.15764               4.79046e-002         -3.29069     
 abortion           4.10922e-002          3.65716e-002          1.12361     
    marry          -3.59675e-002          1.41347e-002         -2.54462     
      age           5.22395e-002          1.89404e-002          2.75810     
 bornagan          -4.32851e-002          1.43034e-002         -3.02620     

R-squared                                0.29134     
Corrected R-squared                      0.27649     
Sum of Squared Residuals                 9.57395     
Standard Error of the Regression         0.14167     
Mean of Dependent Variable               0.60011     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -0.45833               0.31455              -1.45709     
  collact           1.25784               0.47430               2.65200     
   SUBHAR           0.10059               3.54043e-002          2.84126     
    black          -0.32793               7.52412e-002         -4.35839     
    V3305          -4.16266e-003          6.72044e-004         -6.19403     
 abortion           9.70614e-002          8.78469e-002          1.10489     
   libcon          -6.76192e-002          0.12678              -0.53335     

R-squared                                0.28297     
Corrected R-squared                      0.27402     
Sum of Squared Residuals                56.04737     
Standard Error of the Regression         0.34135     
Mean of Dependent Variable               9.59631e-002



Number of observations                 488
System R-squared                         0.28420     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.96187e-002     -1.83061e-002
   [  2]     -1.83061e-002      0.11485     

del mat[sigmaout]
SYSREG model[sysblame=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int sysblame subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: sysblame

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.62287               6.47662e-002          9.61720     
 hillthom           0.15712               6.12692e-002          2.56435     
   SUBHAR           9.29039e-003          1.70434e-002          0.54510     
      occ           1.00723e-002          1.43270e-002          0.70303     
     educ           5.54884e-002          2.61584e-002          2.12124     
    black           8.94683e-002          1.92322e-002          4.65201     
   libcon          -0.13327               4.73035e-002         -2.81744     
 abortion           7.95944e-002          3.57137e-002          2.22868     
    marry          -2.54969e-002          1.27214e-002         -2.00425     
      age           2.19329e-002          1.66968e-002          1.31360     
 bornagan          -3.71238e-002          1.34594e-002         -2.75821     

R-squared                                0.28040     
Corrected R-squared                      0.26496     
Sum of Squared Residuals                 8.84938     
Standard Error of the Regression         0.13780     
Mean of Dependent Variable               0.72044     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -0.46118               0.41537              -1.11031     
 sysblame           1.07895               0.53373               2.02153     
   SUBHAR           0.11186               3.72768e-002          3.00082     
    black          -0.23316               5.38629e-002         -4.32877     
    V3305          -3.75729e-003          7.71685e-004         -4.86894     
 abortion           3.31948e-002          0.11066               0.29996     
   libcon          -9.35460e-002          0.13960              -0.67011     

R-squared                                0.27113     
Corrected R-squared                      0.26182     
Sum of Squared Residuals                55.48121     
Standard Error of the Regression         0.34358     
Mean of Dependent Variable               0.10205     



Number of observations                 477
System R-squared                         0.27242     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.85522e-002     -2.67262e-002
   [  2]     -2.67262e-002      0.11631     

del mat[sigmaout]
SYSREG model[idpa=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idpa subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idpa

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.30974               0.27814               1.11363     
 hillthom           0.39235               0.22785               1.72195     
   SUBHAR           0.11044               6.57371e-002          1.68006     
      occ          -2.89525e-003          6.38868e-002         -4.53185e-002
     educ           0.32763               0.11036               2.96864     
    black           0.12507               6.85412e-002          1.82470     
   libcon          -0.37777               0.16999              -2.22236     
 abortion          -2.37962e-002          0.13516              -0.17606     
    marry          -0.14387               5.32183e-002         -2.70348     
      age           7.09710e-002          7.21588e-002          0.98354     
 bornagan           7.62793e-004          5.26274e-002          1.44942e-002

R-squared                                0.18872     
Corrected R-squared                      0.17112     
Sum of Squared Residuals                 1.17427e+002
Standard Error of the Regression         0.50470     
Mean of Dependent Variable               0.53329     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.22172               0.14682               1.51015     
     idpa           0.12376               0.16112               0.76816     
   SUBHAR           0.13383               4.60229e-002          2.90795     
    black          -0.16165               4.54440e-002         -3.55717     
    V3305          -4.29105e-003          7.29493e-004         -5.88223     
 abortion           0.21233               8.16543e-002          2.60037     
   libcon          -0.22581               0.12374              -1.82489     

R-squared                                0.28954     
Corrected R-squared                      0.28037     
Sum of Squared Residuals                54.30421     
Standard Error of the Regression         0.34174     
Mean of Dependent Variable               9.40678e-002



Number of observations                 472
System R-squared                         0.22356     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.24879          -4.12423e-002
   [  2]     -4.12423e-002      0.11505     

del mat[sigmaout]
SYSREG model[idpp=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idpp subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idpp

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.46080               0.28417               1.62157     
 hillthom           0.41714               0.23980               1.73956     
   SUBHAR           9.43687e-002          6.65222e-002          1.41860     
      occ           1.62528e-002          6.48348e-002          0.25068     
     educ           0.36085               0.11246               3.20878     
    black           0.10739               7.18788e-002          1.49407     
   libcon          -0.24154               0.17966              -1.34442     
 abortion           4.59961e-002          0.13637               0.33730     
    marry          -0.13343               5.41215e-002         -2.46539     
      age           3.27687e-003          7.38602e-002          4.43658e-002
 bornagan          -2.14648e-002          5.34024e-002         -0.40194     

R-squared                                0.17802     
Corrected R-squared                      0.16019     
Sum of Squared Residuals                 1.20100e+002
Standard Error of the Regression         0.51041     
Mean of Dependent Variable               0.58333     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.29504               0.13564               2.17514     
     idpp           5.59712e-002          0.15517               0.36072     
   SUBHAR           0.14333               4.48177e-002          3.19797     
    black          -0.16722               4.42752e-002         -3.77687     
    V3305          -4.24183e-003          7.19866e-004         -5.89252     
 abortion           0.19792               8.66647e-002          2.28374     
   libcon          -0.28572               0.11263              -2.53684     

R-squared                                0.27419     
Corrected R-squared                      0.26483     
Sum of Squared Residuals                53.93525     
Standard Error of the Regression         0.34057     
Mean of Dependent Variable               9.51271e-002



Number of observations                 472
System R-squared                         0.21044     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.25445          -2.67138e-002
   [  2]     -2.67138e-002      0.11427     

del mat[sigmaout]
SYSREG model[idlg=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idlg subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idlg

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.55325               0.32108               1.72308     
 hillthom           0.40841               0.26001               1.57071     
   SUBHAR           9.53670e-002          7.51442e-002          1.26912     
      occ           1.25290e-002          7.46838e-002          0.16776     
     educ           0.44581               0.12759               3.49406     
    black           0.11156               7.91866e-002          1.40880     
   libcon          -0.45094               0.19398              -2.32462     
 abortion           0.11116               0.15382               0.72265     
    marry          -0.13205               6.18692e-002         -2.13427     
      age           2.75748e-003          8.30759e-002          3.31924e-002
 bornagan          -2.53521e-002          6.19301e-002         -0.40937     

R-squared                                0.20048     
Corrected R-squared                      0.18291     
Sum of Squared Residuals                 1.50108e+002
Standard Error of the Regression         0.57437     
Mean of Dependent Variable               0.63673     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.27712               0.13987               1.98132     
     idlg           6.21846e-002          0.13678               0.45463     
   SUBHAR           0.14823               4.32345e-002          3.42840     
    black          -0.16073               4.43150e-002         -3.62689     
    V3305          -4.44404e-003          7.18407e-004         -6.18596     
 abortion           0.19812               9.05489e-002          2.18798     
   libcon          -0.25009               0.12506              -1.99974     

R-squared                                0.28620     
Corrected R-squared                      0.27687     
Sum of Squared Residuals                53.54823     
Standard Error of the Regression         0.34156     
Mean of Dependent Variable               9.86052e-002



Number of observations                 466
System R-squared                         0.22495     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.32212          -2.77138e-002
   [  2]     -2.77138e-002      0.11491     

del mat[sigmaout]
SYSREG model[idca=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idca subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idca

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.31833               0.25161               1.26516     
 hillthom           0.26326               0.20273               1.29858     
   SUBHAR           0.11607               5.72945e-002          2.02584     
      occ           1.84366e-003          5.82424e-002          3.16550e-002
     educ           0.35799               9.97262e-002          3.58970     
    black           0.15599               6.27534e-002          2.48578     
   libcon          -0.31836               0.15593              -2.04170     
 abortion           9.48677e-003          0.12140               7.81466e-002
    marry          -0.15696               4.82555e-002         -3.25270     
      age           3.96826e-002          6.51157e-002          0.60942     
 bornagan          -1.92857e-002          4.79876e-002         -0.40189     

R-squared                                0.21876     
Corrected R-squared                      0.20159     
Sum of Squared Residuals                91.20056     
Standard Error of the Regression         0.44771     
Mean of Dependent Variable               0.48026     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.26957               0.12368               2.17955     
     idca           9.93605e-002          0.15062               0.65969     
   SUBHAR           0.13055               4.37182e-002          2.98627     
    black          -0.17631               4.82811e-002         -3.65170     
    V3305          -4.40955e-003          6.93885e-004         -6.35487     
 abortion           0.20729               8.32600e-002          2.48967     
   libcon          -0.26154               0.11403              -2.29357     

R-squared                                0.29226     
Corrected R-squared                      0.28301     
Sum of Squared Residuals                53.37366     
Standard Error of the Regression         0.34100     
Mean of Dependent Variable               8.79828e-002



Number of observations                 466
System R-squared                         0.24761     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.19571          -1.48691e-002
   [  2]     -1.48691e-002      0.11454     

del mat[sigmaout]
SYSREG model[idsb=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idsb subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idsb

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.44828               0.28030               1.59929     
 hillthom           0.34835               0.23237               1.49914     
   SUBHAR           0.10626               6.59370e-002          1.61149     
      occ          -9.91473e-003          6.60485e-002         -0.15011     
     educ           0.42750               0.11203               3.81607     
    black           0.14289               7.12466e-002          2.00559     
   libcon          -0.36200               0.17582              -2.05898     
 abortion           4.98053e-002          0.13491               0.36918     
    marry          -0.14310               5.48006e-002         -2.61124     
      age           1.54265e-002          7.35317e-002          0.20979     
 bornagan          -2.62718e-002          5.44937e-002         -0.48211     

R-squared                                0.22118     
Corrected R-squared                      0.20364     
Sum of Squared Residuals                 1.09991e+002
Standard Error of the Regression         0.49772     
Mean of Dependent Variable               0.56088     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.28702               0.13080               2.19434     
     idsb           8.04579e-002          0.14055               0.57245     
   SUBHAR           0.14033               4.38270e-002          3.20200     
    black          -0.17637               4.60868e-002         -3.82697     
    V3305          -4.37348e-003          7.12964e-004         -6.13422     
 abortion           0.18559               8.70894e-002          2.13106     
   libcon          -0.26638               0.11810              -2.25548     

R-squared                                0.29364     
Corrected R-squared                      0.28418     
Sum of Squared Residuals                51.85635     
Standard Error of the Regression         0.34022     
Mean of Dependent Variable               9.41758e-002



Number of observations                 455
System R-squared                         0.24597     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.24174          -2.14311e-002
   [  2]     -2.14311e-002      0.11397     

del mat[sigmaout]
SYSREG model[pplg=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int pplg subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: pplg

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.60753               0.10139               5.99181     
 hillthom           0.29219               9.59454e-002          3.04539     
   SUBHAR          -5.32957e-003          2.62684e-002         -0.20289     
      occ           1.62265e-002          2.25965e-002          0.71810     
     educ           0.10650               4.17937e-002          2.54829     
    black           2.89685e-002          2.89041e-002          1.00223     
   libcon          -6.98352e-002          7.42237e-002         -0.94087     
 abortion           0.11063               5.30349e-002          2.08606     
    marry          -1.90028e-002          1.93234e-002         -0.98341     
      age          -1.20235e-002          2.68485e-002         -0.44783     
 bornagan          -5.07978e-002          2.04479e-002         -2.48425     

R-squared                                0.11519     
Corrected R-squared                      9.65197e-002
Sum of Squared Residuals                20.94332     
Standard Error of the Regression         0.21020     
Mean of Dependent Variable               0.67050     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.16814               0.28675               0.58636     
     pplg           0.31671               0.39096               0.81007     
   SUBHAR           0.13480               3.67210e-002          3.67102     
    black          -0.14805               4.38905e-002         -3.37321     
    V3305          -4.01446e-003          8.14077e-004         -4.93130     
 abortion           9.40140e-002          0.11330               0.82980     
   libcon          -0.26683               0.11799              -2.26154     

R-squared                                0.26573     
Corrected R-squared                      0.25651     
Sum of Squared Residuals                55.58375     
Standard Error of the Regression         0.34100     
Mean of Dependent Variable               0.11130     



Number of observations                 485
System R-squared                         0.22987     
matrix sigmaout
                [  1]             [  2]     
   [  1]      4.31821e-002     -3.63845e-002
   [  2]     -3.63845e-002      0.11461     

del mat[sigmaout]
SYSREG model[ppca=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int ppca subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: ppca

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.34928               6.88321e-002          5.07433     
 hillthom           0.11029               5.87894e-002          1.87600     
   SUBHAR           2.87206e-002          1.63969e-002          1.75159     
      occ           4.16260e-003          1.54307e-002          0.26976     
     educ           6.48206e-002          2.75164e-002          2.35570     
    black           0.10816               1.86002e-002          5.81518     
   libcon          -0.11138               4.52625e-002         -2.46075     
 abortion           5.32328e-002          3.45783e-002          1.53948     
    marry          -3.14237e-002          1.33066e-002         -2.36150     
      age           3.10527e-002          1.77863e-002          1.74587     
 bornagan          -4.66882e-002          1.36191e-002         -3.42815     

R-squared                                0.30310     
Corrected R-squared                      0.28836     
Sum of Squared Residuals                 8.53437     
Standard Error of the Regression         0.13432     
Mean of Dependent Variable               0.47807     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -0.13138               0.23697              -0.55442     
     ppca           0.97057               0.45022               2.15578     
   SUBHAR           0.10169               3.74331e-002          2.71667     
    black          -0.24746               5.63265e-002         -4.39329     
    V3305          -4.00953e-003          6.75915e-004         -5.93199     
 abortion           7.72601e-002          9.21562e-002          0.83836     
   libcon          -0.13621               0.11395              -1.19539     

R-squared                                0.31160     
Corrected R-squared                      0.30294     
Sum of Squared Residuals                52.47892     
Standard Error of the Regression         0.33169     
Mean of Dependent Variable               0.10048     



Number of observations                 484
System R-squared                         0.31043     
matrix sigmaout
                [  1]             [  2]     
   [  1]      1.76330e-002     -1.65916e-002
   [  2]     -1.65916e-002      0.10843     

del mat[sigmaout]
SYSREG model[ppsb=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int ppsb subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: ppsb

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.49172               6.87545e-002          7.15175     
 hillthom           0.19891               6.49066e-002          3.06452     
   SUBHAR           1.07906e-002          1.81383e-002          0.59491     
      occ           5.36335e-003          1.53132e-002          0.35024     
     educ           7.99980e-002          2.84059e-002          2.81624     
    black           7.08465e-002          2.02529e-002          3.49809     
   libcon          -0.10373               4.91453e-002         -2.11065     
 abortion           7.88033e-002          3.71241e-002          2.12270     
    marry          -2.50980e-002          1.33859e-002         -1.87496     
      age           1.05593e-002          1.77955e-002          0.59337     
 bornagan          -4.41776e-002          1.42564e-002         -3.09879     

R-squared                                0.26793     
Corrected R-squared                      0.25209     
Sum of Squared Residuals                 9.52321     
Standard Error of the Regression         0.14357     
Mean of Dependent Variable               0.57590     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int          -9.98355e-002          0.28516              -0.35010     
     ppsb           0.76315               0.44899               1.69972     
   SUBHAR           0.11848               3.79028e-002          3.12595     
    black          -0.19532               4.48027e-002         -4.35966     
    V3305          -3.79825e-003          7.61174e-004         -4.98999     
 abortion           5.04802e-002          0.10475               0.48189     
   libcon          -0.15554               0.12124              -1.28295     

R-squared                                0.29769     
Corrected R-squared                      0.28865     
Sum of Squared Residuals                52.08290     
Standard Error of the Regression         0.33431     
Mean of Dependent Variable               0.10672     



Number of observations                 473
System R-squared                         0.29325     
matrix sigmaout
                [  1]             [  2]     
   [  1]      2.01336e-002     -2.53404e-002
   [  2]     -2.53404e-002      0.11011     

del mat[sigmaout]
SYSREG model[idpplg=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idpplg subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idpplg

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.45391               0.26559               1.70907     
 hillthom           0.42122               0.23103               1.82326     
   SUBHAR           7.97374e-002          6.43237e-002          1.23963     
      occ           6.16040e-003          6.17110e-002          9.98267e-002
     educ           0.37729               0.10608               3.55669     
    black           9.85045e-002          6.86346e-002          1.43520     
   libcon          -0.33894               0.17029              -1.99036     
 abortion           9.46064e-002          0.12732               0.74306     
    marry          -0.11044               5.15477e-002         -2.14245     
      age          -4.45795e-003          7.00050e-002         -6.36805e-002
 bornagan          -3.93272e-002          5.09098e-002         -0.77249     

R-squared                                0.21834     
Corrected R-squared                      0.20097     
Sum of Squared Residuals                 1.02246e+002
Standard Error of the Regression         0.47667     
Mean of Dependent Variable               0.52660     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.29958               0.13518               2.21612     
   idpplg           7.25089e-002          0.15729               0.46099     
   SUBHAR           0.14789               4.38395e-002          3.37339     
    black          -0.17193               4.35499e-002         -3.94787     
    V3305          -4.17542e-003          7.25368e-004         -5.75628     
 abortion           0.17012               9.08073e-002          1.87346     
   libcon          -0.27375               0.12315              -2.22282     

R-squared                                0.28476     
Corrected R-squared                      0.27531     
Sum of Squared Residuals                51.68894     
Standard Error of the Regression         0.33742     
Mean of Dependent Variable               0.10141     



Number of observations                 461
System R-squared                         0.24198     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.22179          -2.77357e-002
   [  2]     -2.77357e-002      0.11212     

del mat[sigmaout]
SYSREG model[idppca=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idppca subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idppca

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.26602               0.20853               1.27570     
 hillthom           0.26794               0.17061               1.57048     
   SUBHAR           0.10138               4.83569e-002          2.09648     
      occ           8.13405e-004          4.81201e-002          1.69036e-002
     educ           0.30986               8.26534e-002          3.74891     
    black           0.10866               5.22502e-002          2.07960     
   libcon          -0.25428               0.12855              -1.97803     
 abortion           1.31302e-002          9.98889e-002          0.13145     
    marry          -0.13180               3.98707e-002         -3.30579     
      age           2.70733e-002          5.39816e-002          0.50153     
 bornagan          -3.13471e-002          3.95822e-002         -0.79195     

R-squared                                0.23936     
Corrected R-squared                      0.22250     
Sum of Squared Residuals                61.92836     
Standard Error of the Regression         0.37056     
Mean of Dependent Variable               0.39420     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.27639               0.11952               2.31242     
   idppca           0.11229               0.17274               0.65006     
   SUBHAR           0.13429               4.46081e-002          3.01039     
    black          -0.17390               4.56350e-002         -3.81072     
    V3305          -4.32524e-003          6.97160e-004         -6.20409     
 abortion           0.18742               8.42922e-002          2.22347     
   libcon          -0.25216               0.11261              -2.23928     

R-squared                                0.28877     
Corrected R-squared                      0.27940     
Sum of Squared Residuals                52.28699     
Standard Error of the Regression         0.33899     
Mean of Dependent Variable               9.26407e-002



Number of observations                 462
System R-squared                         0.26281     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.13404          -1.49022e-002
   [  2]     -1.49022e-002      0.11318     

del mat[sigmaout]
SYSREG model[idppsb=int hillthom subhar occ educ black libcon \
abortion marry age bornagan,hillthom=int idppsb subhar black v3305 \
abortion libcon] iv[int subhar occ educ black libcon v3305 abortion \
  marry age bornagan] if[v4201==2 & state==0] sigma[sigmaout]


********** THREE STAGE LEAST SQUARES ESTIMATION **********

Dependent variable: idppsb

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.37648               0.23311               1.61503     
 hillthom           0.33278               0.19645               1.69400     
   SUBHAR           9.22292e-002          5.59856e-002          1.64737     
      occ          -1.13303e-002          5.47117e-002         -0.20709     
     educ           0.35807               9.32636e-002          3.83936     
    black           0.10178               5.96709e-002          1.70566     
   libcon          -0.30806               0.14558              -2.11614     
 abortion           4.49117e-002          0.11152               0.40274     
    marry          -0.12340               4.54034e-002         -2.71781     
      age           1.20197e-002          6.11921e-002          0.19643     
 bornagan          -3.68960e-002          4.50766e-002         -0.81852     

R-squared                                0.23859     
Corrected R-squared                      0.22128     
Sum of Squared Residuals                75.41360     
Standard Error of the Regression         0.41400     
Mean of Dependent Variable               0.46222     


Dependent variable: hillthom

Independent        Estimated             Standard                 t-
 Variable         Coefficient             Error               Statistic

      int           0.28773               0.12825               2.24357     
   idppsb           9.99679e-002          0.16249               0.61521     
   SUBHAR           0.14312               4.44510e-002          3.21969     
    black          -0.17619               4.44914e-002         -3.96004     
    V3305          -4.27953e-003          7.14608e-004         -5.98864     
 abortion           0.16357               8.75011e-002          1.86937     
   libcon          -0.25130               0.11803              -2.12923     

R-squared                                0.29204     
Corrected R-squared                      0.28247     
Sum of Squared Residuals                50.61154     
Standard Error of the Regression         0.33762     
Mean of Dependent Variable               9.90022e-002



Number of observations                 451
System R-squared                         0.26099     
matrix sigmaout
                [  1]             [  2]     
   [  1]      0.16721          -2.11340e-002
   [  2]     -2.11340e-002      0.11222     

del mat[sigmaout]
spool off
